nominees[, `:=`(
  clean_category = tolower(gsub('.{7}$', '', category)),
  title = tolower(title),
  producer = tolower(producer),
  distributor = tolower(distributor)

)]


nom90 <- nominees %>% filter(year >= 1990)


shows <-
  nom90 %>%
  group_by(title, type) %>%
  summarise(no = n()) %>%
  spread (type, no)
`summarise()` has grouped output by 'title'. You can override using the `.groups` argument.
shows[is.na(shows)] <- 0
shows$totalType <- shows$Nominee + shows$Winner
shows$totalTypeRatio <- shows$Winner / shows$Nominee

# Top 20 shows by:
# Winners
WStop20 <-  shows[order(-shows$Winner),][1:10,]
WStop20Sort <- WStop20[order(WStop20$totalType),]
WStop20Sort$title <- as.factor(WStop20Sort$title)



viz_dbar <- function(df, xaxis1, xaxis2, yaxis, xname1, xname2) {
  fig <- plot_ly(
    df,
    x = xaxis1,
    y = yaxis,
    type = 'bar',
    text = xaxis1,
    textposition = 'auto',
    orientation = 'h',
    name = xname1,
    marker = list(
      color = 'rgba(153, 153, 153, 0.6)',
      line = list(color = 'rgba(153, 153, 153, 1.0)', width = 3)
    )
  )
  
  fig <- fig %>% add_trace(
    x = xaxis2,
    name = xname2,
    text = xaxis2,
    textposition = 'auto',
    marker = list(
      color = 'rgba(255, 153, 0, 0.6)',
      line = list(color = 'rgba(255, 153, 0, 1.0)', width = 3)
    )
  )
  fig <- fig %>% layout(
    barmode = 'stack',
    xaxis = list(title = "Nominee and Winners"),
    yaxis = list(
      categoryorder = "array",
      categoryarray = yaxis,
      ticksuffix = " "
    )
  )
  
  
  fig
}

viz_dbar(
  WStop20Sort,
  WStop20Sort$Nominee,
  WStop20Sort$Winner,
  WStop20Sort$title,
  "Nominee",
  "Winner"
)
NA
showsYear <-
  nom90 %>%
  group_by(year, title, type) %>%
  summarise(no = n()) %>%
  spread (type, no)
`summarise()` has grouped output by 'year', 'title'. You can override using the `.groups` argument.
showsYear[is.na(showsYear)] <- 0
showsYear$totalType <- showsYear$Nominee + showsYear$Winner



datos2 <- showsYear %>%
  group_by(year) %>%
  arrange(year, desc(totalType)) %>%
  mutate(ranking = row_number()) %>%
  filter(ranking <=10)

datos2$titleW <- sapply(datos2$title, FUN = function(x) {paste(strwrap(x, width = 20), collapse = '\n')})
backgroundcolor <- "#ECF0F5"
backgroundcolor <- "#ECF0F5"
animacion <- datos2 %>%
  ggplot() +
  geom_col(aes(ranking, totalType, fill = titleW)) +
  geom_text(aes(ranking, y=0 , label = titleW), hjust=1.1) + 
  geom_text(aes(x=10, y=max(totalType) , label = as.factor(year)), vjust = 0.2, alpha = 0.5,  col = "gray", size = 20) +
  coord_flip(clip = "off", expand = FALSE) + scale_x_reverse() +
  theme_minimal() + theme(
    panel.grid = element_blank(), 
    legend.position = "none",
    axis.ticks.y = element_blank(),
    axis.title.y = element_blank(),
    axis.text.y = element_blank(),
    plot.margin = margin(1, 4, 2,6, "cm"),
    panel.background = element_rect(fill = backgroundcolor, color = NA),
    plot.background = element_rect(fill = backgroundcolor),
    # panel.border = element_rect(colour = backgroundcolor),

  
  ) +
  transition_states(year, state_length = 0, transition_length = 2) +
  enter_fade() +
  exit_fade() + 
  ease_aes('quadratic-in-out') 

anim_save("showsRace.gif", animate(animacion, width = 900, height = 432, fps = 25, duration = 30, rewind = FALSE))

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Encoding to gif... done!
showsYear <-
  nom90 %>%
  group_by(year, title, type) %>%
  summarise(no = n()) %>%
  spread (type, no)
`summarise()` has grouped output by 'year', 'title'. You can override using the `.groups` argument.
showsYear[is.na(showsYear)] <- 0

showsYearTest <- showsYear %>% filter(title == 'lost')


df <- data.frame(grupo = LETTERS[1:3],
                 valor = c(25, 20, 35))
df_melt <- reshape2::melt(showsYearTest, id.vars=c('year','title'))
# Gráfico waffle
ggplot(df_melt, aes(fill = variable, values = value)) +
  geom_waffle(n_rows = 8, size = 0.9, colour = "white") +
  scale_fill_manual(name = NULL,
                    values = c("#999999", "#FF9900"),
                    labels = c("Nominee", "Winner")) +
  coord_equal() +
  theme_void()+
  theme(legend.position="top")+
  facet_wrap(~year, nrow = 1, strip.position = "bottom")

library(ggrepel)
library(ggtext)

shows <-
  nom90 %>%
  filter(distributor%in% c('netflix', 'hbo', 'prime video', 'apple tv', 'disney+'))%>%
  group_by(distributor, type, year) %>%
  summarise(no = n()) %>%
  spread (type, no)
`summarise()` has grouped output by 'distributor', 'type'. You can override using the `.groups` argument.
showPlot$logo <- NA
showPlot$logo[showPlot$distributor=='netflix'] <- "<img width=20 src='https://i.pinimg.com/originals/8c/51/0e/8c510ee7de078ac4eaafdb9d15a810dd.png'>"
# showPlot$logo[showPlot$distributor=='apple tv'] <- "<img width=20 src='https://wiseplaylistasiptv.com/wp-content/uploads/2020/11/1269701_ico.png'>"
showPlot$logo[showPlot$distributor=='hbo'] <- "<img width=20 src='https://img.apksum.com/e2/com.hbo.android.app/3.6.1/icon.png'>"
showPlot$logo[showPlot$distributor=='disney+'] <- "<img width=20 src='https://cdn.iconscout.com/icon/free/png-256/disney-282116.png'>"



showPlot <- showPlot %>% 
  mutate(label = if_else(year == max(year), as.character(logo), NA_character_))



ggplot(showPlot, aes(x=year, y=Winner, group=distributor)) +
  geom_line(aes(color=distributor))+
  geom_point(aes(color=distributor))+
  geom_richtext(aes(label = label), nudge_x = 1, na.rm = TRUE, fill = alpha(c("white"),0), color= alpha(c("white"),0))
Warning: Removed 1 row(s) containing missing values (geom_path).
Warning: Removed 4 rows containing missing values (geom_point).

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